Ensemble Learning Framework with GLCM Texture Extraction for Early Detection of Lung Cancer on CT Images

Table 7

Comparison of performance measure of various classification algorithms.

	Ensemble learning	Bagging	Boosting
	DT, logistic regression, MLPNN, SVM, KNN	Decision tree	Gradient boosting
Accuracy	81.81%	72.72%	90.90%
Error	18.18%	27.27%	9.09%
Sensitivity	50%	33.33%	100%
Prediction	100%	50%	50%